Knowledge & Memory MCP Servers — Page 10

1,603 published MCP servers in this category · page 10 of 27 · all categories

Example

Example MCP server demonstrating framework usage

AI & ML ServicesTypeScript

Excalidraw Architect

Generate beautiful Excalidraw architecture diagrams with auto-layout and component styling

Developer ToolsPython

Exergynet

ExergyNet thermodynamic compute settlement for autonomous agents.

Developer Tools

Expert Registry MCP

A high-performance MCP server for expert discovery, registration, and context injection built with FastMCP v2, featuring vector and graph database

DatabasesPython

Explicit Formula — Second Brain

Your own notes, searched and cited by your AI — local-only, allowlist-gated, capped, and logged.

Knowledge & Memory

Ezmcp

Easy-to-use MCP server framework specialized for SSE.

Knowledge & MemoryPython

FactMem

A local memory engine. You own the SQLite file. Not Mem0's hosted OpenMemory MCP.

Databases

Factsets

An MCP server that provides a local, persistent, self-maintaining knowledge base for AI agents

Developer Tools

.Faf For Grok

First MCP server for Grok/xAI. URL-based access. 17 tools for .faf project context.

Knowledge & MemoryRemoteTypeScript

Failmodes

MCP server for the Fail Modes taxonomy — a knowledge base of AI system failure modes

Knowledge & MemoryRemote

FakeParrot

Search and edit your company's FakeParrot wiki and run its workflows, as the signed-in employee.

Knowledge & MemoryRemote

Family Office Knowledge Graph

Family Office Knowledge Graph: read-only MCP door over the public record. Agentic KG Holdings.

Knowledge & MemoryRemote

Famulor

AI voice agents: assistants, calls, campaigns, leads, knowledge bases, WhatsApp, SMS & SIP trunks.

CommunicationRemote

Fastclaw

Multi-Agent Framework

Cloud & DevOpsRemoteGo

FastMCP server for Obsidian wikilink suggestions from a pre-computed knowledge g

FastMCP server for Obsidian wikilink suggestions from a pre-computed knowledge graph (graphify…

Productivity & Project Management

FastMCP server for surgical queries against a vault knowledge graph (NetworkX no

FastMCP server for surgical queries against a vault knowledge graph (NetworkX node-link JSON).…

Knowledge & Memory

Filamental

Read/write access to your Filamental knowledge graph vault. 17 tools. Local-first, no auth.

Knowledge & Memory

Finch

Agentic AI runtime: persistent memory, vault, autonomous agents, deep research, DeFi execution.

Knowledge & MemoryRemote

Find Research Papers

Search open-source research papers across arXiv, OpenAlex, Crossref, PubMed, Semantic Scholar.

Research & Scientific Computing

Finviz

A Model Context Protocol (MCP) server that provides comprehensive stock screening and fundamental analysis capabilities using Finviz data.

Knowledge & MemoryPython

Fireflies

Official

Connect Fireflies meeting transcripts, summaries and action items to an MCP client using Fireflies’ official hosted connection and account authorisation.

Meetings & TranscriptsRemote

Fish

Compresses AI chat sessions into a typed knowledge graph. Local/offline via Ollama.

Knowledge & MemoryPython

Flakiness

MCP server + Playwright reporter that builds a flakiness knowledge graph from test run history

Browser AutomationTypeScript

Flint

Model Context Protocol server for Flint — compile, validate, and render semantic chart specs across supported backends.

Knowledge & MemoryPython

Flowdex

Read and write your team's shared, AI-readable wiki from any MCP client.

Knowledge & MemoryRemote

FlowDot

Build and run AI workflows, apps, toolkits and knowledge bases on FlowDot from any MCP client.

Knowledge & Memory

Fluent MCP

MCP server for Fluent (ServiceNow SDK)

Developer ToolsTypeScript

Fodda Knowledge Graphs

Expert-curated knowledge, brand, research & earnings intelligence — 46 tools, 220+ graphs.

Knowledge & MemoryRemote

Fold Laboratories Art Catalogue

Original art from galleries and artists: semantic search, provenance, live availability.

Knowledge & MemoryRemote

Folio

Self-hosted Git-backed team wiki: search, read and edit pages, data tables and whiteboards.

Developer ToolsRemote

Food Recipe MCP

Semantic search over 50,000+ food recipes — built for AI agents and LLMs. Two-stage hybrid retrieval (dense + sparse BM25, fused via RRF) with

Developer ToolsRemotePython

Forage — Web Intelligence & Knowledge Graph

Web intelligence, verified B2B contacts, and a persistent knowledge graph for AI agents.

Knowledge & Memory

Forensic-deepdive

Persistent code knowledge graph + 9 composite MCP tools for AI coding agents.

Developer Tools

Forgejo MCP

Connect your AI assistant to Forgejo repositories. Manage issues, pull requests, files, and more through natural language.

Developer ToolsGo

FO Semantic MCP

Semantic search over 50,000+ Dynamics 365 F&O artifacts: tables, forms, classes, and more.

Knowledge & Memory

Freshcontext

Real-time web intelligence for AI agents. 11 tools, no API keys. GitHub, HN, Reddit, arXiv & more.

Developer ToolsRemote

Freshdesk

MCP server for Freshdesk — tickets, contacts, companies, agents, groups, and knowledge base.

Customer Support & Help Centers

Freshdesk

MCP server for Freshdesk — tickets, contacts, companies, agents, groups, and knowledge base.

Customer Support & Help Centers

Freshvault

Local semantic search over your Obsidian vault - always fresh, never reindex.

Productivity & Project ManagementPython

Fulltext-article-downloader

Full text of research papers by DOI, arXiv, PMC or OpenReview id, verified against the record

Knowledge & Memory

Fuzzy Memory MCP

MCP server for enabling memory for Claude through a knowledge graph

Knowledge & Memory

GabrielaHdzMicrosoft

An MCP server that provides visual memory and context storage with knowledge graph capabilities

Knowledge & Memory

Gamecode Mcp2

A clean (and possibly naive) implementation of the Model Context Protocol (MCP) for tool integration.

Knowledge & Memory

Gatekeeper

Run MCP tool calls through Runestone Gatekeeper — policy enforcement, human approval, audit.

Knowledge & MemoryPython

Geargrafx

MCP server for Geargrafx PC Engine / TurboGrafx-16 emulator

Knowledge & MemoryGo

Gemdex

Persistent memory layer for AI coding agents: save, recall, update via Gemini plus LanceDB

Developer Tools

Gemini Cli Rag MCP

This project builds a standalone RAG service, transforming the static `gemini-cli` documentation into a dynamic and queryable tool. This tool exposes

Developer ToolsPython

Gemini Docs

MCP server for retrieving relevant documentation from a knowledge base

Documentation & API ReferencesGo

Gemini Embedding 2

<strong>A multimodal local memory MCP for AI agents powered by Gemini Embedding 2.</strong>

AI & ML ServicesRemotePython

Gemini MCP

Integrate search grounded Gemini output into your workflow.

AI & ML ServicesGo

Genexus18mcp

GeneXus 18 MCP server — read, edit, and analyze GeneXus knowledge base objects (transactions, web panels, procedures, SDTs) directly from Claude

DatabasesGo

GenSpec MCP

MCP server for GenSpec workflow - converts USER-STORIES.md into README, ROADMAP, and SYSTEM-ARCHITECTURE documents

Developer ToolsTypeScript

German Public Procurement Data (OCDS) — Semantic Search, Tender Matching, Company Profiles

MCP server for German public procurement data — semantic search and tender matching for Claude, GPT, Cursor, and LM Studio

AI & ML ServicesRemoteGo

Gerolamo — Competitive Science and Technology Intelligence for AI Agents

Connect your agent to Gerolamo — competitive intelligence across 36,000+ open-source projects, research papers, and ML models.

Knowledge & MemoryRemote

Ghidra MCP Zig Plugin

A Ghidra plugin that provides a bridge between Ghidra and a Zig-based MCP server for enhanced program analysis capabilities.

Knowledge & MemoryGo

Ghostmcp

Ghost-MCP is an injectable MCP (Model Context Protocol) server for vibe reverse engineering assistant on Windows. It combines memory inspection

Knowledge & Memory

Giskard Memory

Pay-per-use semantic memory for AI agents. SHA256 commitment, Ed25519 sig, Lightning.

Knowledge & MemoryRemote

Gitbook MCP

GitBook Model Context Protocol server - read and search GitBook documentation with AI assistants

Knowledge & MemoryTypeScript

GitHub Issue Searcher MCP 🚀

A powerful Model Context Protocol (MCP) Server that combines FAISS (Facebook AI Similarity Search) with OpenAI embeddings to provide semantic search capabilities for GitHub repository issues.…

Developer Tools

Github Knowledge Base MCP

A simple MCP server built with FastMCP that lets you connect to any public GitHub repo as knowledge base. It has a few simple tools to find and read

Developer ToolsPython

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